#pragma once #include #include #include #include #include #include #include #include #include #include namespace c10 { // NB: this is actually double precision; we're using the Python naming here class C10_API SymFloat { public: /*implicit*/ SymFloat(double d) : data_(d){}; SymFloat(SymNode ptr) : data_(std::numeric_limits::quiet_NaN()), ptr_(std::move(ptr)) { TORCH_CHECK(ptr_->is_float()); }; SymFloat() : data_(0.0) {} SymNodeImpl* toSymNodeImplUnowned() const { return ptr_.get(); } SymNodeImpl* release() && { return std::move(ptr_).release(); } // Only valid if is_symbolic() SymNode toSymNodeImpl() const; // Guaranteed to return a SymNode, wrapping using base if necessary SymNode wrap_node(const SymNode& base) const; double expect_float() const { TORCH_CHECK(!is_symbolic()); return data_; } SymFloat operator+(const SymFloat&) const; SymFloat operator-(const SymFloat&) const; SymFloat operator*(const SymFloat&) const; SymFloat operator/(const SymFloat&) const; SymBool sym_eq(const SymFloat&) const; SymBool sym_ne(const SymFloat&) const; SymBool sym_lt(const SymFloat&) const; SymBool sym_le(const SymFloat&) const; SymBool sym_gt(const SymFloat&) const; SymBool sym_ge(const SymFloat&) const; bool operator==(const SymFloat& o) const { return sym_eq(o).guard_bool(__FILE__, __LINE__); } bool operator!=(const SymFloat& o) const { return sym_ne(o).guard_bool(__FILE__, __LINE__); } bool operator<(const SymFloat& o) const { return sym_lt(o).guard_bool(__FILE__, __LINE__); } bool operator<=(const SymFloat& o) const { return sym_le(o).guard_bool(__FILE__, __LINE__); } bool operator>(const SymFloat& o) const { return sym_gt(o).guard_bool(__FILE__, __LINE__); } bool operator>=(const SymFloat& o) const { return sym_ge(o).guard_bool(__FILE__, __LINE__); } SymFloat min(const SymFloat& sci) const; SymFloat max(const SymFloat& sci) const; // Need guidance on where to put this code SymFloat sqrt() const; // Insert a guard for the float to be its concrete value, and then return // that value. This operation always works, even if the float is symbolic, // so long as we know what the underlying value is. Don't blindly put this // everywhere; you can cause overspecialization of PyTorch programs with // this method. // // It should be called as guard_float(__FILE__, __LINE__). The file and line // number can be used to diagnose overspecialization. double guard_float(const char* file, int64_t line) const; bool has_hint() const; // N.B. It's important to keep this definition in the header // as we expect if checks to be folded for mobile builds // where `is_symbolic` is always false C10_ALWAYS_INLINE bool is_symbolic() const { return ptr_; } double as_float_unchecked() const { return data_; } private: // TODO: optimize to union double data_; SymNode ptr_; }; C10_API std::ostream& operator<<(std::ostream& os, const SymFloat& s); } // namespace c10